{"id":"W4408878643","doi":"10.2139/ssrn.5193662","title":"Vertical Status in the Urban Space: The Value of Relative Positioning in High-Rise Buildings","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"High rise; Value (mathematics); Space (punctuation); Geography; Geodesy; Architectural engineering; Statistics; Mathematics; Computer science; Engineering; Structural engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004825797,0.0003057381,0.0002807276,0.0008628026,0.0007477297,0.003495995,0.000547232,0.0007408406,0.004704649],"category_scores_gemma":[0.004544588,0.0002306507,0.0001914881,0.001946809,0.00155049,0.003703565,0.001363221,0.000598913,0.0004698009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007472716,"about_ca_system_score_gemma":0.0003741735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006822763,"about_ca_topic_score_gemma":0.007396583,"domain_scores_codex":[0.9995936,0.000147126,0.00001436024,0.00008745173,0.00009559724,0.00006186005],"domain_scores_gemma":[0.9987082,0.0004909334,0.0002375092,0.0001601392,0.0002718221,0.000131329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00124818,0.0001336555,0.191447,0.0002996747,0.0001266645,0.0007040245,0.004319831,0.139401,0.006554927,0.4146425,0.003419476,0.2377029],"study_design_scores_gemma":[0.00006788555,0.001135007,0.2947502,0.0003487107,0.0002648235,0.001053723,0.02387833,0.2084017,0.00601622,0.4388438,0.02505533,0.0001843011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330028,0.001567873,0.02071658,0.001470052,0.0001352573,0.000008843635,0.0004697299,0.00004519556,0.04258363],"genre_scores_gemma":[0.9980024,0.0002178494,0.0007957135,0.00001022199,0.00002476302,0.000001359604,0.00005473787,0.000006802859,0.0008862289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006822763,"threshold_uncertainty_score":0.01573867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003923774639368759,"score_gpt":0.2182000443206213,"score_spread":0.2142762696812525,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}